{"id":"W4399860099","doi":"10.58931/cect.2024.3244","title":"Peripheral Retinal Diseases: Indications for Prophylactic Laser Treatment Versus Observation","year":2024,"lang":"en","type":"article","venue":"Canadian Eye Care Today","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Peripheral; Medicine; Retinal; Ophthalmology; Prophylactic treatment; Optometry; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001083738,0.0002873871,0.0006366595,0.00112541,0.0005167905,0.0009001289,0.0004009953,0.0009397835,0.008306103],"category_scores_gemma":[0.003282928,0.0001262499,0.0007642949,0.0006889179,0.0004047489,0.0007756194,0.0005027885,0.001086676,0.0008465564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001400258,"about_ca_system_score_gemma":0.001302094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003181176,"about_ca_topic_score_gemma":0.00813708,"domain_scores_codex":[0.9991735,0.000124548,0.0001496177,0.0001160764,0.0002945841,0.0001417135],"domain_scores_gemma":[0.998688,0.0004580544,0.0003291641,0.00003046012,0.0001363352,0.0003579994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005865464,0.0003671532,0.1668064,0.001597516,0.000304325,0.002951693,0.0002693528,0.0008983506,0.003727925,0.005981855,0.01728694,0.7939429],"study_design_scores_gemma":[0.001481067,0.002448948,0.770907,0.01189996,0.001270305,0.06447016,0.002418797,0.004286211,0.002136697,0.01258297,0.1258927,0.0002053204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.3320269,0.5032285,0.008755068,0.03098094,0.003757648,0.0003551844,0.001257495,0.0001899257,0.1194484],"genre_scores_gemma":[0.9254153,0.05364665,0.006390205,0.005970641,0.003099336,0.0001804197,0.0009448223,0.00007724814,0.004275301],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008306103,"threshold_uncertainty_score":0.02778673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02565757292984473,"score_gpt":0.3108623031687974,"score_spread":0.2852047302389527,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}